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conversion-ops SKILL.md skillA

conversion-ops from lazyisefficient/agentic-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add lazyisefficient/agentic-os/conversion-ops@git:20260716.7c29779

Pins git:20260716.7c29779 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: lazyisefficient/agentic-os
Path: .claude/skills/conversion-ops/SKILL.md
Versions recorded: 5
Latest version: git:20260716.7c29779, committed Jul 16, 2026
First version recorded: Jun 10, 2026
Size: 2,825 bytes
Repository stars: 17
License: MIT

AI-powered conversion rate optimization: landing page audits, CRO scoring, survey segmentation, and lead magnet generation. Use when asked to audit a landing page, run a CRO analysis, segment survey responses, or generate lead magnets. For content quality scoring see content-ops.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# AI Conversion Ops

AI-powered conversion rate optimization: landing page audits, CRO scoring, survey segmentation, and lead magnet generation.

## Tools

### CRO Audit (`scripts/cro_audit.py`)

Fetches a landing page and scores it across 8 conversion dimensions (0–100 each): Headline Clarity, CTA Visibility, Social Proof, Urgency, Trust Signals, Form Friction, Mobile Responsiveness, Page Speed Indicators.

Output: per-dimension scores, priority fixes ranked by impact, before/after suggestions, industry benchmark comparison, overall letter grade (A+–F).

See [references/cro-audit.md](references/cro-audit.md) for full CLI usage and supported industries.

### Survey-to-Lead-Magnet Engine (`scripts/survey_lead_magnet.py`)

Ingests survey CSV data, clusters respondents by pain point, and generates lead magnet briefs for each segment.

Output: pain point clusters with respondent counts, segments ranked by size and commercial potential, per-segment lead magnet brief (title, format, hook, content outline, CTA, viral/conversion scores), prioritized implementation roadmap.

See [references/survey-lead-magnet.md](references/survey-lead-magnet.md) for full CLI usage and CSV format details.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add lazyisefficient/agentic-os/conversion-ops@sha256:a15a28cdcf03b262

The line at the top of this page pins the label git:20260716.7c29779, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_2iiwocpikyosbn4r.svg)](https://markdownregistry.com/a/art_2iiwocpikyosbn4r)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jun 10, 2026 and Jul 16, 2026, about one every 9 days.

version	committed	commit	size	audit
git:20260716.7c29779 latest	2026-07-16	7c29779	2,825 B	A	view · diff
git:20260713.e86d282	2026-07-13	e86d282	2,815 B	A	view · diff
git:20260623.d427312	2026-06-23	d427312	2,846 B	A	view · diff
git:20260612.c90cc81	2026-06-12	c90cc81	2,711 B	A	view · diff
git:20260610.aeb7c1a	2026-06-10	aeb7c1a	2,695 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (2825 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

lazyisefficient/agentic-os · 17 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2iiwocpikyosbn4r
GET https://markdownregistry.com/api/v1/resolve?ref=lazyisefficient/agentic-os/conversion-ops
GET https://markdownregistry.com/api/v1/blob/a15a28cdcf03b262e48cb664e396334ef07542d5aefea96227a747b8a696f3fe

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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